Dataset info
| Number of variables | 59 |
|---|---|
| Number of observations | 178564 |
| Missing cells | 254323 (2.4%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 80.4 MiB |
| Average record size in memory | 472.0 B |
Variables types
| Numeric | 32 |
|---|---|
| Categorical | 3 |
| Boolean | 24 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
ps_calc_01 has 18028 (10.1%) zeros | Zeros |
ps_calc_02 has 17807 (10.0%) zeros | Zeros |
ps_calc_03 has 17751 (9.9%) zeros | Zeros |
ps_calc_04 has 7128 (4.0%) zeros | Zeros |
ps_calc_05 has 18198 (10.2%) zeros | Zeros |
ps_calc_07 has 4596 (2.6%) zeros | Zeros |
ps_calc_09 has 10363 (5.8%) zeros | Zeros |
ps_calc_12 has 42104 (23.6%) zeros | Zeros |
ps_calc_13 has 10232 (5.7%) zeros | Zeros |
ps_car_03_cat has 123656 (69.3%) missing values | Missing |
ps_car_04_cat has 148780 (83.3%) zeros | Zeros |
ps_car_05_cat has 80006 (44.8%) missing values | Missing |
ps_car_06_cat has 33154 (18.6%) zeros | Zeros |
ps_car_07_cat has 3512 (2.0%) missing values | Missing |
ps_car_09_cat has 58567 (32.8%) zeros | Zeros |
ps_car_14 has 12783 (7.2%) missing values | Missing |
ps_car_15 has 4209 (2.4%) zeros | Zeros |
ps_ind_01 has 56079 (31.4%) zeros | Zeros |
ps_ind_03 has 4727 (2.6%) zeros | Zeros |
ps_ind_05_cat has 158499 (88.8%) zeros | Zeros |
ps_ind_05_cat has 1794 (1.0%) missing values | Missing |
ps_ind_14 has 176638 (98.9%) zeros | Zeros |
ps_ind_15 has 9648 (5.4%) zeros | Zeros |
ps_reg_01 has 6514 (3.6%) zeros | Zeros |
ps_reg_02 has 26670 (14.9%) zeros | Zeros |
ps_reg_03 has 32276 (18.1%) missing values | Missing |
id
Numeric
| Distinct count | 178564 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 744326.646 |
|---|---|
| Minimum | 13 |
| Maximum | 1488021 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 74904.45 |
| Q1 | 372258.5 |
| Median | 743884 |
| Q3 | 1116580 |
| 95-th percentile | 1414055.7 |
| Maximum | 1488021 |
| Range | 1488008 |
| Interquartile range | 744321.5 |
Descriptive statistics
| Standard deviation | 429469.3323 |
|---|---|
| Coef of variation | 0.5769904041 |
| Kurtosis | -1.200554244 |
| Mean | 744326.646 |
| MAD | 372064.4653 |
| Skewness | -0.000268303406 |
| Sum | 1.329099432e+11 |
| Variance | 1.844439074e+11 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1.300000e+01 1.488021e+06], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 536570 | 1 | < 0.1% | |
| 904467 | 1 | < 0.1% | |
| 991664 | 1 | < 0.1% | |
| 765631 | 1 | < 0.1% | |
| 361754 | 1 | < 0.1% | |
| 367897 | 1 | < 0.1% | |
| 103704 | 1 | < 0.1% | |
| 732031 | 1 | < 0.1% | |
| 392469 | 1 | < 0.1% | |
| 914708 | 1 | < 0.1% | |
| Other values (178554) | 178554 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 13 | 1 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% | |
| 26 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1488021 | 1 | < 0.1% | |
| 1488017 | 1 | < 0.1% | |
| 1488011 | 1 | < 0.1% | |
| 1488009 | 1 | < 0.1% | |
| 1488005 | 1 | < 0.1% |
ps_calc_01
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.449590623 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9 |
| Zeros (%) | 10.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 0.5 |
| Q3 | 0.7 |
| 95-th percentile | 0.9 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 0.2871401122 |
|---|---|
| Coef of variation | 0.6386701535 |
| Kurtosis | -1.224666078 |
| Mean | 0.449590623 |
| MAD | 0.2499575253 |
| Skewness | -0.002495103534 |
| Sum | 80280.7 |
| Variance | 0.08244944403 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.05 0.85 0.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.7 | 18082 | 10.1% | |
| 0 | 18028 | 10.1% | |
| 0.8 | 17935 | 10.0% | |
| 0.5 | 17881 | 10.0% | |
| 0.3 | 17828 | 10.0% | |
| 0.2 | 17824 | 10.0% | |
| 0.4 | 17812 | 10.0% | |
| 0.6 | 17810 | 10.0% | |
| 0.1 | 17771 | 10.0% | |
| 0.9 | 17593 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 18028 | 10.1% | |
| 0.1 | 17771 | 10.0% | |
| 0.2 | 17824 | 10.0% | |
| 0.3 | 17828 | 10.0% | |
| 0.4 | 17812 | 10.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9 | 17593 | 9.9% | |
| 0.8 | 17935 | 10.0% | |
| 0.7 | 18082 | 10.1% | |
| 0.6 | 17810 | 10.0% | |
| 0.5 | 17881 | 10.0% |
ps_calc_02
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4501002442 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9 |
| Zeros (%) | 10.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 0.5 |
| Q3 | 0.7 |
| 95-th percentile | 0.9 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 0.2866678161 |
|---|---|
| Coef of variation | 0.6368977129 |
| Kurtosis | -1.218943312 |
| Mean | 0.4501002442 |
| MAD | 0.2493217781 |
| Skewness | -0.002314311378 |
| Sum | 80371.7 |
| Variance | 0.08217843677 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.05 0.85 0.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.4 | 18041 | 10.1% | |
| 0.6 | 18006 | 10.1% | |
| 0.3 | 17965 | 10.1% | |
| 0.5 | 17915 | 10.0% | |
| 0.8 | 17893 | 10.0% | |
| 0.7 | 17822 | 10.0% | |
| 0.1 | 17813 | 10.0% | |
| 0 | 17807 | 10.0% | |
| 0.9 | 17676 | 9.9% | |
| 0.2 | 17626 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 17807 | 10.0% | |
| 0.1 | 17813 | 10.0% | |
| 0.2 | 17626 | 9.9% | |
| 0.3 | 17965 | 10.1% | |
| 0.4 | 18041 | 10.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9 | 17676 | 9.9% | |
| 0.8 | 17893 | 10.0% | |
| 0.7 | 17822 | 10.0% | |
| 0.6 | 18006 | 10.1% | |
| 0.5 | 17915 | 10.0% |
ps_calc_03
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4497003875 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9 |
| Zeros (%) | 9.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 0.4 |
| Q3 | 0.7 |
| 95-th percentile | 0.9 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 0.2871429782 |
|---|---|
| Coef of variation | 0.6385206376 |
| Kurtosis | -1.223938659 |
| Mean | 0.4497003875 |
| MAD | 0.2499124317 |
| Skewness | 0.002739596634 |
| Sum | 80300.3 |
| Variance | 0.08245108993 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.05 0.85 0.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.1 | 18074 | 10.1% | |
| 0.3 | 17975 | 10.1% | |
| 0.5 | 17923 | 10.0% | |
| 0.6 | 17892 | 10.0% | |
| 0.9 | 17859 | 10.0% | |
| 0.8 | 17827 | 10.0% | |
| 0.4 | 17782 | 10.0% | |
| 0.2 | 17761 | 9.9% | |
| 0 | 17751 | 9.9% | |
| 0.7 | 17720 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 17751 | 9.9% | |
| 0.1 | 18074 | 10.1% | |
| 0.2 | 17761 | 9.9% | |
| 0.3 | 17975 | 10.1% | |
| 0.4 | 17782 | 10.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9 | 17859 | 10.0% | |
| 0.8 | 17827 | 10.0% | |
| 0.7 | 17720 | 9.9% | |
| 0.6 | 17892 | 10.0% | |
| 0.5 | 17923 | 10.0% |
ps_calc_04
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.371995475 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 4.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.115846536 |
|---|---|
| Coef of variation | 0.4704252382 |
| Kurtosis | -0.4055305534 |
| Mean | 2.371995475 |
| MAD | 0.930039709 |
| Skewness | 0.04345477087 |
| Sum | 423553 |
| Variance | 1.245113493 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 2 | 58320 | 32.7% | |
| 3 | 52594 | 29.5% | |
| 1 | 32386 | 18.1% | |
| 4 | 23935 | 13.4% | |
| 0 | 7128 | 4.0% | |
| 5 | 4201 | 2.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7128 | 4.0% | |
| 1 | 32386 | 18.1% | |
| 2 | 58320 | 32.7% | |
| 3 | 52594 | 29.5% | |
| 4 | 23935 | 13.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 4201 | 2.4% | |
| 4 | 23935 | 13.4% | |
| 3 | 52594 | 29.5% | |
| 2 | 58320 | 32.7% | |
| 1 | 32386 | 18.1% |
ps_calc_05
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.887631325 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 10.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.131048269 |
|---|---|
| Coef of variation | 0.5991891818 |
| Kurtosis | -0.218425967 |
| Mean | 1.887631325 |
| MAD | 0.8922120988 |
| Skewness | 0.3235047152 |
| Sum | 337063 |
| Variance | 1.279270188 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 2 | 58987 | 33.0% | |
| 1 | 51043 | 28.6% | |
| 3 | 35840 | 20.1% | |
| 0 | 18198 | 10.2% | |
| 4 | 12112 | 6.8% | |
| 5 | 2226 | 1.2% | |
| 6 | 158 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 18198 | 10.2% | |
| 1 | 51043 | 28.6% | |
| 2 | 58987 | 33.0% | |
| 3 | 35840 | 20.1% | |
| 4 | 12112 | 6.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 158 | 0.1% | |
| 5 | 2226 | 1.2% | |
| 4 | 12112 | 6.8% | |
| 3 | 35840 | 20.1% | |
| 2 | 58987 | 33.0% |
ps_calc_06
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.691656773 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.334014845 |
|---|---|
| Coef of variation | 0.173436606 |
| Kurtosis | -0.03438717015 |
| Mean | 7.691656773 |
| MAD | 1.085835878 |
| Skewness | -0.4062787544 |
| Sum | 1373453 |
| Variance | 1.779595606 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=11)
Histogram with variable size bins (bins=[ 0. 1.5 2.5 3.5 4.5 ... 6.5 7.5 8.5 9.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8 | 52532 | 29.4% | |
| 7 | 41851 | 23.4% | |
| 9 | 38806 | 21.7% | |
| 6 | 21978 | 12.3% | |
| 10 | 12986 | 7.3% | |
| 5 | 8037 | 4.5% | |
| 4 | 2001 | 1.1% | |
| 3 | 327 | 0.2% | |
| 2 | 43 | < 0.1% | |
| 1 | 2 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 2 | < 0.1% | |
| 2 | 43 | < 0.1% | |
| 3 | 327 | 0.2% | |
| 4 | 2001 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 12986 | 7.3% | |
| 9 | 38806 | 21.7% | |
| 8 | 52532 | 29.4% | |
| 7 | 41851 | 23.4% | |
| 6 | 21978 | 12.3% |
ps_calc_07
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.003701754 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 2.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.414091893 |
|---|---|
| Coef of variation | 0.4707830566 |
| Kurtosis | -0.1720016536 |
| Mean | 3.003701754 |
| MAD | 1.093417815 |
| Skewness | 0.2350165046 |
| Sum | 536353 |
| Variance | 1.999655881 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 48850 | 27.4% | |
| 2 | 41771 | 23.4% | |
| 4 | 36438 | 20.4% | |
| 1 | 20817 | 11.7% | |
| 5 | 18522 | 10.4% | |
| 6 | 6088 | 3.4% | |
| 0 | 4596 | 2.6% | |
| 7 | 1309 | 0.7% | |
| 8 | 166 | 0.1% | |
| 9 | 7 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4596 | 2.6% | |
| 1 | 20817 | 11.7% | |
| 2 | 41771 | 23.4% | |
| 3 | 48850 | 27.4% | |
| 4 | 36438 | 20.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 7 | < 0.1% | |
| 8 | 166 | 0.1% | |
| 7 | 1309 | 0.7% | |
| 6 | 6088 | 3.4% | |
| 5 | 18522 | 10.4% |
ps_calc_08
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.231670437 |
|---|---|
| Minimum | 2 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| Median | 9 |
| Q3 | 10 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.459876034 |
|---|---|
| Coef of variation | 0.1581377979 |
| Kurtosis | -0.03345823993 |
| Mean | 9.231670437 |
| MAD | 1.177452422 |
| Skewness | -0.3639828065 |
| Sum | 1648444 |
| Variance | 2.131238036 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=11)
Histogram with variable size bins (bins=[ 2. 2.5 3.5 4.5 5.5 ... 7.5 8.5 10.5 11.5 12. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 9 | 45452 | 25.5% | |
| 10 | 45429 | 25.4% | |
| 8 | 30927 | 17.3% | |
| 11 | 27551 | 15.4% | |
| 7 | 14718 | 8.2% | |
| 12 | 7767 | 4.3% | |
| 6 | 5116 | 2.9% | |
| 5 | 1299 | 0.7% | |
| 4 | 275 | 0.2% | |
| 3 | 28 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 2 | < 0.1% | |
| 3 | 28 | < 0.1% | |
| 4 | 275 | 0.2% | |
| 5 | 1299 | 0.7% | |
| 6 | 5116 | 2.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 7767 | 4.3% | |
| 11 | 27551 | 15.4% | |
| 10 | 45429 | 25.4% | |
| 9 | 45452 | 25.5% | |
| 8 | 30927 | 17.3% |
ps_calc_09
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.335498757 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 5.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.246537047 |
|---|---|
| Coef of variation | 0.5337348363 |
| Kurtosis | -0.2149988123 |
| Mean | 2.335498757 |
| MAD | 1.024392997 |
| Skewness | 0.2655265111 |
| Sum | 417036 |
| Variance | 1.553854609 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 2 | 54702 | 30.6% | |
| 3 | 45850 | 25.7% | |
| 1 | 36619 | 20.5% | |
| 4 | 23002 | 12.9% | |
| 0 | 10363 | 5.8% | |
| 5 | 6800 | 3.8% | |
| 6 | 1141 | 0.6% | |
| 7 | 87 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10363 | 5.8% | |
| 1 | 36619 | 20.5% | |
| 2 | 54702 | 30.6% | |
| 3 | 45850 | 25.7% | |
| 4 | 23002 | 12.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 87 | < 0.1% | |
| 6 | 1141 | 0.6% | |
| 5 | 6800 | 3.8% | |
| 4 | 23002 | 12.9% | |
| 3 | 45850 | 25.7% |
ps_calc_10
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.437114984 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 8 |
| Q3 | 10 |
| 95-th percentile | 13 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.902324177 |
|---|---|
| Coef of variation | 0.3439948587 |
| Kurtosis | 0.09713142329 |
| Mean | 8.437114984 |
| MAD | 2.32742391 |
| Skewness | 0.3433358702 |
| Sum | 1506565 |
| Variance | 8.423485628 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=24)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 17.5 18.5 19.5 20.5 23. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8 | 24554 | 13.8% | |
| 7 | 23496 | 13.2% | |
| 9 | 23112 | 12.9% | |
| 10 | 19579 | 11.0% | |
| 6 | 19284 | 10.8% | |
| 11 | 14804 | 8.3% | |
| 5 | 13967 | 7.8% | |
| 12 | 10489 | 5.9% | |
| 4 | 8140 | 4.6% | |
| 13 | 6853 | 3.8% | |
| Other values (14) | 14286 | 8.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 39 | < 0.1% | |
| 1 | 338 | 0.2% | |
| 2 | 1343 | 0.8% | |
| 3 | 3805 | 2.1% | |
| 4 | 8140 | 4.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23 | 1 | < 0.1% | |
| 22 | 10 | < 0.1% | |
| 21 | 14 | < 0.1% | |
| 20 | 48 | < 0.1% | |
| 19 | 121 | 0.1% |
ps_calc_11
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.443376044 |
|---|---|
| Minimum | 0 |
| Maximum | 19 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.334523656 |
|---|---|
| Coef of variation | 0.4288742202 |
| Kurtosis | 0.1670231311 |
| Mean | 5.443376044 |
| MAD | 1.877640628 |
| Skewness | 0.4285443995 |
| Sum | 971991 |
| Variance | 5.450000701 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=20)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 13.5 14.5 15.5 16.5 19. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 30814 | 17.3% | |
| 4 | 28035 | 15.7% | |
| 6 | 27751 | 15.5% | |
| 7 | 21695 | 12.1% | |
| 3 | 20868 | 11.7% | |
| 8 | 14769 | 8.3% | |
| 2 | 11619 | 6.5% | |
| 9 | 9002 | 5.0% | |
| 10 | 4919 | 2.8% | |
| 1 | 4179 | 2.3% | |
| Other values (10) | 4913 | 2.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 725 | 0.4% | |
| 1 | 4179 | 2.3% | |
| 2 | 11619 | 6.5% | |
| 3 | 20868 | 11.7% | |
| 4 | 28035 | 15.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19 | 1 | < 0.1% | |
| 18 | 4 | < 0.1% | |
| 17 | 6 | < 0.1% | |
| 16 | 17 | < 0.1% | |
| 15 | 62 | < 0.1% |
ps_calc_12
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.443975269 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 23.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.20450863 |
|---|---|
| Coef of variation | 0.834161537 |
| Kurtosis | 0.7229084497 |
| Mean | 1.443975269 |
| MAD | 0.9857249059 |
| Skewness | 0.8423410877 |
| Sum | 257842 |
| Variance | 1.45084104 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=11)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 6.5 7.5 8.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 61288 | 34.3% | |
| 2 | 43368 | 24.3% | |
| 0 | 42104 | 23.6% | |
| 3 | 21095 | 11.8% | |
| 4 | 7854 | 4.4% | |
| 5 | 2201 | 1.2% | |
| 6 | 502 | 0.3% | |
| 7 | 124 | 0.1% | |
| 8 | 22 | < 0.1% | |
| 9 | 4 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 42104 | 23.6% | |
| 1 | 61288 | 34.3% | |
| 2 | 43368 | 24.3% | |
| 3 | 21095 | 11.8% | |
| 4 | 7854 | 4.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 2 | < 0.1% | |
| 9 | 4 | < 0.1% | |
| 8 | 22 | < 0.1% | |
| 7 | 124 | 0.1% | |
| 6 | 502 | 0.3% |
ps_calc_13
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.871788266 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros (%) | 5.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.701780694 |
|---|---|
| Coef of variation | 0.5925857117 |
| Kurtosis | 0.3127827793 |
| Mean | 2.871788266 |
| MAD | 1.347986734 |
| Skewness | 0.5881917149 |
| Sum | 512798 |
| Variance | 2.896057529 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=14)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 8.5 9.5 10.5 11.5 13. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2 | 41655 | 23.3% | |
| 3 | 39432 | 22.1% | |
| 1 | 29198 | 16.4% | |
| 4 | 28619 | 16.0% | |
| 5 | 16428 | 9.2% | |
| 0 | 10232 | 5.7% | |
| 6 | 7983 | 4.5% | |
| 7 | 3346 | 1.9% | |
| 8 | 1159 | 0.6% | |
| 9 | 371 | 0.2% | |
| Other values (4) | 141 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10232 | 5.7% | |
| 1 | 29198 | 16.4% | |
| 2 | 41655 | 23.3% | |
| 3 | 39432 | 22.1% | |
| 4 | 28619 | 16.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13 | 2 | < 0.1% | |
| 12 | 4 | < 0.1% | |
| 11 | 23 | < 0.1% | |
| 10 | 112 | 0.1% | |
| 9 | 371 | 0.2% |
ps_calc_14
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.545305885 |
|---|---|
| Minimum | 0 |
| Maximum | 22 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.747640551 |
|---|---|
| Coef of variation | 0.3641523079 |
| Kurtosis | 0.1473631195 |
| Mean | 7.545305885 |
| MAD | 2.202212052 |
| Skewness | 0.3669234093 |
| Sum | 1347320 |
| Variance | 7.5495286 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=23)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 16.5 17.5 18.5 19.5 22. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7 | 26058 | 14.6% | |
| 8 | 24770 | 13.9% | |
| 6 | 24217 | 13.6% | |
| 9 | 20673 | 11.6% | |
| 5 | 19140 | 10.7% | |
| 10 | 15433 | 8.6% | |
| 4 | 12740 | 7.1% | |
| 11 | 10556 | 5.9% | |
| 12 | 6795 | 3.8% | |
| 3 | 6768 | 3.8% | |
| Other values (13) | 11414 | 6.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 93 | 0.1% | |
| 1 | 733 | 0.4% | |
| 2 | 2676 | 1.5% | |
| 3 | 6768 | 3.8% | |
| 4 | 12740 | 7.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22 | 1 | < 0.1% | |
| 21 | 8 | < 0.1% | |
| 20 | 15 | < 0.1% | |
| 19 | 37 | < 0.1% | |
| 18 | 99 | 0.1% |
ps_calc_15_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 21888 |
| Value | Count | Frequency (%) | |
| 0 | 156676 | 87.7% | |
| 1 | 21888 | 12.3% |
ps_calc_16_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 112065 | 62.8% | |
| 0 | 66499 | 37.2% |
ps_calc_17_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 98872 | 55.4% | |
| 0 | 79692 | 44.6% |
ps_calc_18_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 127300 | 71.3% | |
| 1 | 51264 | 28.7% |
ps_calc_19_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 116305 | 65.1% | |
| 1 | 62259 | 34.9% |
ps_calc_20_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 27294 |
| Value | Count | Frequency (%) | |
| 0 | 151270 | 84.7% | |
| 1 | 27294 | 15.3% |
ps_car_01_cat
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 28 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.283354618 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| Median | 7 |
| Q3 | 11 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.505664877 |
|---|---|
| Coef of variation | 0.3024939765 |
| Kurtosis | -0.223553454 |
| Mean | 8.283354618 |
| MAD | 2.218150815 |
| Skewness | -0.5202773476 |
| Sum | 1478877 |
| Variance | 6.278356475 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 11 | 61839 | 34.6% | |
| 7 | 54014 | 30.2% | |
| 6 | 18895 | 10.6% | |
| 10 | 14970 | 8.4% | |
| 4 | 7933 | 4.4% | |
| 9 | 6024 | 3.4% | |
| 5 | 5438 | 3.0% | |
| 8 | 4570 | 2.6% | |
| 3 | 2029 | 1.1% | |
| 0 | 1772 | 1.0% | |
| Other values (2) | 1052 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1772 | 1.0% | |
| 1 | 409 | 0.2% | |
| 2 | 643 | 0.4% | |
| 3 | 2029 | 1.1% | |
| 4 | 7933 | 4.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 61839 | 34.6% | |
| 10 | 14970 | 8.4% | |
| 9 | 6024 | 3.4% | |
| 8 | 4570 | 2.6% | |
| 7 | 54014 | 30.2% |
ps_car_02_cat
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 148110 | 82.9% | |
| 0 | 30454 | 17.1% |
ps_car_03_cat
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 69.3% |
| Missing (n) | 123656 |
| 1 | |
|---|---|
| 0 | 21771 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 33137 | 18.6% | |
| 0 | 21771 | 12.2% | |
| (Missing) | 123656 | 69.3% |
ps_car_04_cat
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.731995251 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 83.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.163374158 |
|---|---|
| Coef of variation | 2.955448352 |
| Kurtosis | 8.497891979 |
| Mean | 0.731995251 |
| MAD | 1.219800782 |
| Skewness | 3.160104612 |
| Sum | 130708 |
| Variance | 4.680187747 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 148780 | 83.3% | |
| 1 | 9603 | 5.4% | |
| 2 | 7238 | 4.1% | |
| 8 | 6221 | 3.5% | |
| 9 | 5792 | 3.2% | |
| 6 | 463 | 0.3% | |
| 3 | 192 | 0.1% | |
| 5 | 165 | 0.1% | |
| 4 | 72 | < 0.1% | |
| 7 | 38 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 148780 | 83.3% | |
| 1 | 9603 | 5.4% | |
| 2 | 7238 | 4.1% | |
| 3 | 192 | 0.1% | |
| 4 | 72 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 5792 | 3.2% | |
| 8 | 6221 | 3.5% | |
| 7 | 38 | < 0.1% | |
| 6 | 463 | 0.3% | |
| 5 | 165 | 0.1% |
ps_car_05_cat
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 44.8% |
| Missing (n) | 80006 |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 51578 | 28.9% | |
| 0 | 46980 | 26.3% | |
| (Missing) | 80006 | 44.8% |
ps_car_06_cat
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.573491857 |
|---|---|
| Minimum | 0 |
| Maximum | 17 |
| Zeros (%) | 18.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 7 |
| Q3 | 11 |
| 95-th percentile | 15 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 5.503761998 |
|---|---|
| Coef of variation | 0.8372661163 |
| Kurtosis | -1.573453363 |
| Mean | 6.573491857 |
| MAD | 5.125796054 |
| Skewness | 0.09190954997 |
| Sum | 1173789 |
| Variance | 30.29139613 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 11 | 39510 | 22.1% | |
| 1 | 35222 | 19.7% | |
| 0 | 33154 | 18.6% | |
| 14 | 17811 | 10.0% | |
| 10 | 10009 | 5.6% | |
| 4 | 9407 | 5.3% | |
| 15 | 6541 | 3.7% | |
| 6 | 6258 | 3.5% | |
| 9 | 5451 | 3.1% | |
| 7 | 4748 | 2.7% | |
| Other values (8) | 10453 | 5.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 33154 | 18.6% | |
| 1 | 35222 | 19.7% | |
| 2 | 478 | 0.3% | |
| 3 | 3570 | 2.0% | |
| 4 | 9407 | 5.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17 | 1478 | 0.8% | |
| 16 | 1441 | 0.8% | |
| 15 | 6541 | 3.7% | |
| 14 | 17811 | 10.0% | |
| 13 | 1920 | 1.1% |
ps_car_07_cat
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 2.0% |
| Missing (n) | 3512 |
| 1 | |
|---|---|
| 0 | 9085 |
| (Missing) | 3512 |
| Value | Count | Frequency (%) | |
| 1 | 165967 | 92.9% | |
| 0 | 9085 | 5.1% | |
| (Missing) | 3512 | 2.0% |
ps_car_08_cat
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 148594 | 83.2% | |
| 0 | 29970 | 16.8% |
ps_car_09_cat
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.1% |
| Missing (n) | 182 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.32831788 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 32.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 0.9771833032 |
|---|---|
| Coef of variation | 0.735654709 |
| Kurtosis | -1.267424997 |
| Mean | 1.32831788 |
| MAD | 0.9044525943 |
| Skewness | -0.4131433422 |
| Sum | 236948 |
| Variance | 0.9548872081 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 2 | 105854 | 59.3% | |
| 0 | 58567 | 32.8% | |
| 1 | 8752 | 4.9% | |
| 3 | 4348 | 2.4% | |
| 4 | 861 | 0.5% | |
| (Missing) | 182 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 58567 | 32.8% | |
| 1 | 8752 | 4.9% | |
| 2 | 105854 | 59.3% | |
| 3 | 4348 | 2.4% | |
| 4 | 861 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 861 | 0.5% | |
| 3 | 4348 | 2.4% | |
| 2 | 105854 | 59.3% | |
| 1 | 8752 | 4.9% | |
| 0 | 58567 | 32.8% |
ps_car_10_cat
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 1490 |
| 2 | 58 |
| Value | Count | Frequency (%) | |
| 1 | 177016 | 99.1% | |
| 0 | 1490 | 0.8% | |
| 2 | 58 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
ps_car_11
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| 3 | |
|---|---|
| 2 | |
| 1 | 18295 |
| Value | Count | Frequency (%) | |
| 3 | 95780 | 53.6% | |
| 2 | 56602 | 31.7% | |
| 1 | 18295 | 10.2% | |
| 0 | 7886 | 4.4% | |
| (Missing) | 1 | < 0.1% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
ps_car_11_cat
Numeric
| Distinct count | 104 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 62.11438476 |
|---|---|
| Minimum | 1 |
| Maximum | 104 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 32 |
| Median | 65 |
| Q3 | 93 |
| 95-th percentile | 104 |
| Maximum | 104 |
| Range | 103 |
| Interquartile range | 61 |
Descriptive statistics
| Standard deviation | 33.06686811 |
|---|---|
| Coef of variation | 0.5323544335 |
| Kurtosis | -1.286811673 |
| Mean | 62.11438476 |
| MAD | 29.00439379 |
| Skewness | -0.2304402756 |
| Sum | 11091393 |
| Variance | 1093.417767 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 100.5 101.5 102.5 103.5 104. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 104 | 25486 | 14.3% | |
| 103 | 7290 | 4.1% | |
| 64 | 6670 | 3.7% | |
| 87 | 5140 | 2.9% | |
| 5 | 3759 | 2.1% | |
| 28 | 3753 | 2.1% | |
| 32 | 3711 | 2.1% | |
| 99 | 3694 | 2.1% | |
| 65 | 3215 | 1.8% | |
| 82 | 3158 | 1.8% | |
| Other values (94) | 112688 | 63.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 990 | 0.6% | |
| 2 | 761 | 0.4% | |
| 3 | 947 | 0.5% | |
| 4 | 506 | 0.3% | |
| 5 | 3759 | 2.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 104 | 25486 | 14.3% | |
| 103 | 7290 | 4.1% | |
| 102 | 623 | 0.3% | |
| 101 | 2111 | 1.2% | |
| 100 | 1346 | 0.8% |
ps_car_12
Numeric
| Distinct count | 149 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.3800049388 |
|---|---|
| Minimum | 0.1414213562 |
| Maximum | 1.264911064 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.1414213562 |
|---|---|
| 5-th percentile | 0.3160696126 |
| Q1 | 0.316227766 |
| Median | 0.3741657387 |
| Q3 | 0.4 |
| 95-th percentile | 0.4688283268 |
| Maximum | 1.264911064 |
| Range | 1.123489708 |
| Interquartile range | 0.083772234 |
Descriptive statistics
| Standard deviation | 0.05838377399 |
|---|---|
| Coef of variation | 0.1536395137 |
| Kurtosis | 5.040474604 |
| Mean | 0.3800049388 |
| MAD | 0.04587773969 |
| Skewness | 1.096687999 |
| Sum | 67855.20189 |
| Variance | 0.003408665066 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.14142136 0.22834951 0.31543617 0.31567387 0.31591134 ... 0.64803549 0.65562947 0.71410852 0.80296803 1.26491106], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.316227766 | 51282 | 28.7% | |
| 0.4 | 33690 | 18.9% | |
| 0.3741657387 | 29357 | 16.4% | |
| 0.4472135955 | 15011 | 8.4% | |
| 0.4242640687 | 14773 | 8.3% | |
| 0.3160696126 | 7081 | 4.0% | |
| 0.3872983346 | 4153 | 2.3% | |
| 0.5477225575 | 1806 | 1.0% | |
| 0.4898979486 | 1802 | 1.0% | |
| 0.3997499218 | 1528 | 0.9% | |
| Other values (139) | 18081 | 10.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.1414213562 | 10 | < 0.1% | |
| 0.3152776554 | 1051 | 0.6% | |
| 0.3155946768 | 1386 | 0.8% | |
| 0.3157530681 | 126 | 0.1% | |
| 0.3160696126 | 7081 | 4.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.264911064 | 12 | < 0.1% | |
| 0.8185352772 | 11 | < 0.1% | |
| 0.7874007874 | 9 | < 0.1% | |
| 0.7681145748 | 4 | < 0.1% | |
| 0.7549834435 | 2 | < 0.1% |
ps_car_13
Numeric
| Distinct count | 41796 |
|---|---|
| Unique (%) | 23.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8133206454 |
|---|---|
| Minimum | 0.2873360114 |
| Maximum | 3.336372925 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.2873360114 |
|---|---|
| 5-th percentile | 0.5430439155 |
| Q1 | 0.6708819901 |
| Median | 0.7652985157 |
| Q3 | 0.9058236743 |
| 95-th percentile | 1.239465944 |
| Maximum | 3.336372925 |
| Range | 3.049036914 |
| Interquartile range | 0.2349416842 |
Descriptive statistics
| Standard deviation | 0.225311085 |
|---|---|
| Coef of variation | 0.2770261474 |
| Kurtosis | 5.457799724 |
| Mean | 0.8133206454 |
| MAD | 0.1632792432 |
| Skewness | 1.712306454 |
| Sum | 145229.7877 |
| Variance | 0.05076508503 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.28733601 0.3464994 0.39201745 0.39548065 0.39883612 ... 2.0654152 2.16219862 2.49209049 2.71569349 3.33637293], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.7416894942 | 130 | 0.1% | |
| 0.8417808749 | 116 | 0.1% | |
| 0.7477652657 | 111 | 0.1% | |
| 0.7492282531 | 107 | 0.1% | |
| 0.6745828218 | 107 | 0.1% | |
| 0.6927755889 | 103 | 0.1% | |
| 0.596390659 | 103 | 0.1% | |
| 0.6595609609 | 103 | 0.1% | |
| 0.9010553959 | 99 | 0.1% | |
| 0.6767539197 | 94 | 0.1% | |
| Other values (41786) | 177491 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.2873360114 | 1 | < 0.1% | |
| 0.2911930432 | 1 | < 0.1% | |
| 0.3087230431 | 1 | < 0.1% | |
| 0.3092579762 | 1 | < 0.1% | |
| 0.3106577932 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.336372925 | 1 | < 0.1% | |
| 3.253697833 | 1 | < 0.1% | |
| 3.232550102 | 1 | < 0.1% | |
| 3.092035223 | 1 | < 0.1% | |
| 3.044182231 | 1 | < 0.1% |
ps_car_14
Numeric
| Distinct count | 781 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 7.2% |
| Missing (n) | 12783 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.3748632067 |
|---|---|
| Minimum | 0.1095445115 |
| Maximum | 0.6316644679 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.1095445115 |
|---|---|
| 5-th percentile | 0.3016620626 |
| Q1 | 0.3504283094 |
| Median | 0.3734969879 |
| Q3 | 0.3984971769 |
| 95-th percentile | 0.4444097209 |
| Maximum | 0.6316644679 |
| Range | 0.5221199564 |
| Interquartile range | 0.0480688675 |
Descriptive statistics
| Standard deviation | 0.04556567726 |
|---|---|
| Coef of variation | 0.121552813 |
| Kurtosis | 2.031807273 |
| Mean | 0.3748632067 |
| MAD | 0.03359603238 |
| Skewness | 0.6688874244 |
| Sum | 62145.19728 |
| Variance | 0.002076230944 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.3615245497 | 5354 | 3.0% | |
| 0.3583294573 | 4709 | 2.6% | |
| 0.3619392214 | 3585 | 2.0% | |
| 0.3687817783 | 3508 | 2.0% | |
| 0.3974921383 | 2870 | 1.6% | |
| 0.3685105155 | 2648 | 1.5% | |
| 0.3598610843 | 2445 | 1.4% | |
| 0.4 | 2186 | 1.2% | |
| 0.3937003937 | 2087 | 1.2% | |
| 0.2944486373 | 1970 | 1.1% | |
| Other values (770) | 134419 | 75.3% | |
| (Missing) | 12783 | 7.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.1095445115 | 6 | < 0.1% | |
| 0.1183215957 | 15 | < 0.1% | |
| 0.1360147051 | 3 | < 0.1% | |
| 0.2 | 35 | < 0.1% | |
| 0.2078460969 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.6316644679 | 4 | < 0.1% | |
| 0.6033241252 | 1 | < 0.1% | |
| 0.5916079783 | 6 | < 0.1% | |
| 0.5830951895 | 2 | < 0.1% | |
| 0.5753259945 | 25 | < 0.1% |
ps_car_15
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.064885574 |
|---|---|
| Minimum | 0 |
| Maximum | 3.741657387 |
| Zeros (%) | 2.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.732050808 |
| Q1 | 2.828427125 |
| Median | 3.31662479 |
| Q3 | 3.605551276 |
| 95-th percentile | 3.741657387 |
| Maximum | 3.741657387 |
| Range | 3.741657387 |
| Interquartile range | 0.7771241508 |
Descriptive statistics
| Standard deviation | 0.7305009097 |
|---|---|
| Coef of variation | 0.2383452472 |
| Kurtosis | 5.851261769 |
| Mean | 3.064885574 |
| MAD | 0.5116096963 |
| Skewness | -2.210797148 |
| Sum | 547278.2276 |
| Variance | 0.5336315791 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) | |
| 3.605551276 | 32857 | 18.4% | |
| 3.464101615 | 23183 | 13.0% | |
| 3.31662479 | 20599 | 11.5% | |
| 3.16227766 | 19024 | 10.7% | |
| 3.741657387 | 17169 | 9.6% | |
| 3 | 14665 | 8.2% | |
| 2.828427125 | 14457 | 8.1% | |
| 2.645751311 | 9334 | 5.2% | |
| 2.449489743 | 6214 | 3.5% | |
| 2.236067977 | 5823 | 3.3% | |
| Other values (5) | 15239 | 8.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4209 | 2.4% | |
| 1 | 2097 | 1.2% | |
| 1.414213562 | 1963 | 1.1% | |
| 1.732050808 | 3181 | 1.8% | |
| 2 | 3789 | 2.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.741657387 | 17169 | 9.6% | |
| 3.605551276 | 32857 | 18.4% | |
| 3.464101615 | 23183 | 13.0% | |
| 3.31662479 | 20599 | 11.5% | |
| 3.16227766 | 19024 | 10.7% |
ps_ind_01
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.906408907 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 31.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.986899949 |
|---|---|
| Coef of variation | 1.042221289 |
| Kurtosis | -0.2269692389 |
| Mean | 1.906408907 |
| MAD | 1.63670175 |
| Skewness | 0.9281502912 |
| Sum | 340416 |
| Variance | 3.947771406 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 56079 | 31.4% | |
| 1 | 43268 | 24.2% | |
| 2 | 24569 | 13.8% | |
| 5 | 18456 | 10.3% | |
| 3 | 15489 | 8.7% | |
| 4 | 10110 | 5.7% | |
| 6 | 5328 | 3.0% | |
| 7 | 5265 | 2.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 56079 | 31.4% | |
| 1 | 43268 | 24.2% | |
| 2 | 24569 | 13.8% | |
| 3 | 15489 | 8.7% | |
| 4 | 10110 | 5.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 5265 | 2.9% | |
| 6 | 5328 | 3.0% | |
| 5 | 18456 | 10.3% | |
| 4 | 10110 | 5.7% | |
| 3 | 15489 | 8.7% |
ps_ind_02_cat
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 64 |
| 1 | |
|---|---|
| 2 | |
| 3 | 8507 |
| Value | Count | Frequency (%) | |
| 1 | 129417 | 72.5% | |
| 2 | 37204 | 20.8% | |
| 3 | 8507 | 4.8% | |
| 4 | 3372 | 1.9% | |
| (Missing) | 64 | < 0.1% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
ps_ind_03
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.423422414 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros (%) | 2.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.701361981 |
|---|---|
| Coef of variation | 0.6106950067 |
| Kurtosis | -0.6522218765 |
| Mean | 4.423422414 |
| MAD | 2.283920504 |
| Skewness | 0.4617326709 |
| Sum | 789864 |
| Variance | 7.297356553 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 2 | 28633 | 16.0% | |
| 3 | 24620 | 13.8% | |
| 1 | 20440 | 11.4% | |
| 4 | 20297 | 11.4% | |
| 5 | 18723 | 10.5% | |
| 6 | 18130 | 10.2% | |
| 7 | 15714 | 8.8% | |
| 8 | 11890 | 6.7% | |
| 9 | 7649 | 4.3% | |
| 0 | 4727 | 2.6% | |
| Other values (2) | 7741 | 4.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4727 | 2.6% | |
| 1 | 20440 | 11.4% | |
| 2 | 28633 | 16.0% | |
| 3 | 24620 | 13.8% | |
| 4 | 20297 | 11.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 3346 | 1.9% | |
| 10 | 4395 | 2.5% | |
| 9 | 7649 | 4.3% | |
| 8 | 11890 | 6.7% | |
| 7 | 15714 | 8.8% |
ps_ind_04_cat
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 21 |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 21 |
| Value | Count | Frequency (%) | |
| 0 | 104069 | 58.3% | |
| 1 | 74474 | 41.7% | |
| (Missing) | 21 | < 0.1% |
ps_ind_05_cat
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 1.0% |
| Missing (n) | 1794 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4167732081 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 88.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.346896688 |
|---|---|
| Coef of variation | 3.2317257 |
| Kurtosis | 9.421866792 |
| Mean | 0.4167732081 |
| MAD | 0.7473908097 |
| Skewness | 3.25950304 |
| Sum | 73673 |
| Variance | 1.814130687 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 158499 | 88.8% | |
| 6 | 6150 | 3.4% | |
| 4 | 5461 | 3.1% | |
| 3 | 2500 | 1.4% | |
| 1 | 2427 | 1.4% | |
| 2 | 1221 | 0.7% | |
| 5 | 512 | 0.3% | |
| (Missing) | 1794 | 1.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 158499 | 88.8% | |
| 1 | 2427 | 1.4% | |
| 2 | 1221 | 0.7% | |
| 3 | 2500 | 1.4% | |
| 4 | 5461 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 6150 | 3.4% | |
| 5 | 512 | 0.3% | |
| 4 | 5461 | 3.1% | |
| 3 | 2500 | 1.4% | |
| 2 | 1221 | 0.7% |
ps_ind_06_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 108253 | 60.6% | |
| 1 | 70311 | 39.4% |
ps_ind_07_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 132671 | 74.3% | |
| 1 | 45893 | 25.7% |
ps_ind_08_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 29308 |
| Value | Count | Frequency (%) | |
| 0 | 149256 | 83.6% | |
| 1 | 29308 | 16.4% |
ps_ind_09_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 145512 | 81.5% | |
| 1 | 33052 | 18.5% |
ps_ind_10_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 71 |
| Value | Count | Frequency (%) | |
| 0 | 178493 | > 99.9% | |
| 1 | 71 | < 0.1% |
ps_ind_11_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 310 |
| Value | Count | Frequency (%) | |
| 0 | 178254 | 99.8% | |
| 1 | 310 | 0.2% |
ps_ind_12_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1685 |
| Value | Count | Frequency (%) | |
| 0 | 176879 | 99.1% | |
| 1 | 1685 | 0.9% |
ps_ind_13_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 173 |
| Value | Count | Frequency (%) | |
| 0 | 178391 | 99.9% | |
| 1 | 173 | 0.1% |
ps_ind_14
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.01253892162 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 98.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1280295109 |
|---|---|
| Coef of variation | 10.21056793 |
| Kurtosis | 180.8300895 |
| Mean | 0.01253892162 |
| MAD | 0.0248073524 |
| Skewness | 12.18093899 |
| Sum | 2239 |
| Variance | 0.01639155567 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 0 | 176638 | 98.9% | |
| 1 | 1655 | 0.9% | |
| 2 | 232 | 0.1% | |
| 3 | 36 | < 0.1% | |
| 4 | 3 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 176638 | 98.9% | |
| 1 | 1655 | 0.9% | |
| 2 | 232 | 0.1% | |
| 3 | 36 | < 0.1% | |
| 4 | 3 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 3 | < 0.1% | |
| 3 | 36 | < 0.1% | |
| 2 | 232 | 0.1% | |
| 1 | 1655 | 0.9% | |
| 0 | 176638 | 98.9% |
ps_ind_15
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.300900517 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros (%) | 5.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 10 |
| 95-th percentile | 13 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 3.549041048 |
|---|---|
| Coef of variation | 0.4861100408 |
| Kurtosis | -0.7344439545 |
| Mean | 7.300900517 |
| MAD | 2.940277172 |
| Skewness | -0.2874664289 |
| Sum | 1303678 |
| Variance | 12.59569236 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=14)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 9.5 10.5 11.5 12.5 13. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7 | 19705 | 11.0% | |
| 8 | 17899 | 10.0% | |
| 6 | 17278 | 9.7% | |
| 10 | 16455 | 9.2% | |
| 11 | 15776 | 8.8% | |
| 9 | 13666 | 7.7% | |
| 12 | 13475 | 7.5% | |
| 5 | 12706 | 7.1% | |
| 4 | 12627 | 7.1% | |
| 13 | 10649 | 6.0% | |
| Other values (4) | 28328 | 15.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 9648 | 5.4% | |
| 1 | 3447 | 1.9% | |
| 2 | 5518 | 3.1% | |
| 3 | 9715 | 5.4% | |
| 4 | 12627 | 7.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13 | 10649 | 6.0% | |
| 12 | 13475 | 7.5% | |
| 11 | 15776 | 8.8% | |
| 10 | 16455 | 9.2% | |
| 9 | 13666 | 7.7% |
ps_ind_16_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 118132 | 66.2% | |
| 0 | 60432 | 33.8% |
ps_ind_17_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 21502 |
| Value | Count | Frequency (%) | |
| 0 | 157062 | 88.0% | |
| 1 | 21502 | 12.0% |
ps_ind_18_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 27370 |
| Value | Count | Frequency (%) | |
| 0 | 151194 | 84.7% | |
| 1 | 27370 | 15.3% |
ps_reg_01
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6108370108 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9 |
| Zeros (%) | 3.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.4 |
| Median | 0.7 |
| Q3 | 0.9 |
| 95-th percentile | 0.9 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 0.2875343917 |
|---|---|
| Coef of variation | 0.4707219546 |
| Kurtosis | -0.8872110017 |
| Mean | 0.6108370108 |
| MAD | 0.2474730919 |
| Skewness | -0.6385738755 |
| Sum | 109073.5 |
| Variance | 0.08267602639 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.15 0.25 0.35 0.45 0.55 0.65 0.75 0.85 0.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.9 | 58235 | 32.6% | |
| 0.7 | 20271 | 11.4% | |
| 0.8 | 18228 | 10.2% | |
| 0.6 | 16906 | 9.5% | |
| 0.4 | 16097 | 9.0% | |
| 0.1 | 12876 | 7.2% | |
| 0.3 | 12036 | 6.7% | |
| 0.5 | 9763 | 5.5% | |
| 0.2 | 7638 | 4.3% | |
| 0 | 6514 | 3.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6514 | 3.6% | |
| 0.1 | 12876 | 7.2% | |
| 0.2 | 7638 | 4.3% | |
| 0.3 | 12036 | 6.7% | |
| 0.4 | 16097 | 9.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9 | 58235 | 32.6% | |
| 0.8 | 18228 | 10.2% | |
| 0.7 | 20271 | 11.4% | |
| 0.6 | 16906 | 9.5% | |
| 0.5 | 9763 | 5.5% |
ps_reg_02
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4396042875 |
|---|---|
| Minimum | 0 |
| Maximum | 1.8 |
| Zeros (%) | 14.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 0.3 |
| Q3 | 0.6 |
| 95-th percentile | 1.3 |
| Maximum | 1.8 |
| Range | 1.8 |
| Interquartile range | 0.4 |
Descriptive statistics
| Standard deviation | 0.4039755593 |
|---|---|
| Coef of variation | 0.9189527281 |
| Kurtosis | 1.124121935 |
| Mean | 0.4396042875 |
| MAD | 0.3125643687 |
| Skewness | 1.279940271 |
| Sum | 78497.5 |
| Variance | 0.1631962525 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=19)
Histogram with variable size bins (bins=[0. 0.05 0.15 0.25 0.35 ... 1.45 1.55 1.65 1.75 1.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.2 | 34536 | 19.3% | |
| 0.3 | 28559 | 16.0% | |
| 0 | 26670 | 14.9% | |
| 0.4 | 17848 | 10.0% | |
| 0.5 | 11019 | 6.2% | |
| 0.6 | 10022 | 5.6% | |
| 0.1 | 9462 | 5.3% | |
| 0.7 | 6410 | 3.6% | |
| 0.8 | 6130 | 3.4% | |
| 0.9 | 4996 | 2.8% | |
| Other values (9) | 22912 | 12.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 26670 | 14.9% | |
| 0.1 | 9462 | 5.3% | |
| 0.2 | 34536 | 19.3% | |
| 0.3 | 28559 | 16.0% | |
| 0.4 | 17848 | 10.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.8 | 1417 | 0.8% | |
| 1.7 | 736 | 0.4% | |
| 1.6 | 1526 | 0.9% | |
| 1.5 | 1782 | 1.0% | |
| 1.4 | 2062 | 1.2% |
ps_reg_03
Numeric
| Distinct count | 4793 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 18.1% |
| Missing (n) | 32276 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.894802356 |
|---|---|
| Minimum | 0.0612372436 |
| Maximum | 4.037945022 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.0612372436 |
|---|---|
| 5-th percentile | 0.4924428901 |
| Q1 | 0.6339361167 |
| Median | 0.8023403268 |
| Q3 | 1.085414667 |
| 95-th percentile | 1.586072193 |
| Maximum | 4.037945022 |
| Range | 3.976707778 |
| Interquartile range | 0.4514785506 |
Descriptive statistics
| Standard deviation | 0.3453318878 |
|---|---|
| Coef of variation | 0.3859309103 |
| Kurtosis | 0.9477794338 |
| Mean | 0.894802356 |
| MAD | 0.2750844112 |
| Skewness | 1.068833304 |
| Sum | 130898.8471 |
| Variance | 0.1192541127 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.6684870979 | 196 | 0.1% | |
| 0.6339361167 | 195 | 0.1% | |
| 0.5878988008 | 193 | 0.1% | |
| 0.5733672471 | 191 | 0.1% | |
| 0.6219927652 | 189 | 0.1% | |
| 0.704893609 | 188 | 0.1% | |
| 0.6025985397 | 187 | 0.1% | |
| 0.6670832032 | 181 | 0.1% | |
| 0.6698880503 | 180 | 0.1% | |
| 0.6020797289 | 180 | 0.1% | |
| Other values (4782) | 144408 | 80.9% | |
| (Missing) | 32276 | 18.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0612372436 | 1 | < 0.1% | |
| 0.075 | 7 | < 0.1% | |
| 0.1322875656 | 1 | < 0.1% | |
| 0.1541103501 | 5 | < 0.1% | |
| 0.1968501969 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.037945022 | 2 | < 0.1% | |
| 3.787726891 | 1 | < 0.1% | |
| 3.490791457 | 1 | < 0.1% | |
| 3.197753117 | 1 | < 0.1% | |
| 2.947456531 | 5 | < 0.1% |
target
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 6426 |
| Value | Count | Frequency (%) | |
| 0 | 172138 | 96.4% | |
| 1 | 6426 | 3.6% |
First rows
| id | ps_calc_01 | ps_calc_02 | ps_calc_03 | ps_calc_04 | ps_calc_05 | ps_calc_06 | ps_calc_07 | ps_calc_08 | ps_calc_09 | ps_calc_10 | ps_calc_11 | ps_calc_12 | ps_calc_13 | ps_calc_14 | ps_calc_15_bin | ps_calc_16_bin | ps_calc_17_bin | ps_calc_18_bin | ps_calc_19_bin | ps_calc_20_bin | ps_car_01_cat | ps_car_02_cat | ps_car_03_cat | ps_car_04_cat | ps_car_05_cat | ps_car_06_cat | ps_car_07_cat | ps_car_08_cat | ps_car_09_cat | ps_car_10_cat | ps_car_11 | ps_car_11_cat | ps_car_12 | ps_car_13 | ps_car_14 | ps_car_15 | ps_ind_01 | ps_ind_02_cat | ps_ind_03 | ps_ind_04_cat | ps_ind_05_cat | ps_ind_06_bin | ps_ind_07_bin | ps_ind_08_bin | ps_ind_09_bin | ps_ind_10_bin | ps_ind_11_bin | ps_ind_12_bin | ps_ind_13_bin | ps_ind_14 | ps_ind_15 | ps_ind_16_bin | ps_ind_17_bin | ps_ind_18_bin | ps_reg_01 | ps_reg_02 | ps_reg_03 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 13 | 0.5 | 0.7 | 0.1 | 2 | 2 | 9 | 1 | 8 | 2 | 7 | 4 | 2 | 7 | 7 | 0 | 1 | 1 | 0 | 1 | 0 | 7.0 | 1 | NaN | 0 | NaN | 14 | 1.0 | 1 | 2.0 | 1 | 1.0 | 60 | 0.316228 | 0.641586 | 0.347275 | 3.316625 | 5 | 4.0 | 9 | 1.0 | 0.0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 1 | 0 | 0 | 0.0 | 0.0 | NaN | 0 |
| 1 | 17 | 0.4 | 0.6 | 0.0 | 2 | 2 | 6 | 3 | 10 | 2 | 12 | 3 | 1 | 1 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 11.0 | 1 | NaN | 0 | NaN | 14 | 1.0 | 1 | 2.0 | 1 | 3.0 | 82 | 0.316070 | 0.565832 | 0.365103 | 2.000000 | 0 | 2.0 | 0 | 1.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 1 | 0 | 0 | 0.7 | 0.6 | 0.840759 | 0 |
| 2 | 19 | 0.7 | 0.8 | 0.4 | 3 | 1 | 8 | 2 | 11 | 3 | 8 | 4 | 2 | 0 | 9 | 0 | 1 | 0 | 1 | 1 | 1 | 10.0 | 0 | NaN | 0 | 0.0 | 14 | 1.0 | 1 | 0.0 | 1 | 2.0 | 104 | 0.445982 | 0.879049 | 0.406202 | 3.000000 | 5 | 1.0 | 4 | 0.0 | 0.0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 | 0.9 | 1.8 | 2.332649 | 0 |
| 3 | 20 | 0.2 | 0.6 | 0.5 | 2 | 2 | 8 | 1 | 8 | 3 | 10 | 3 | 0 | 0 | 10 | 0 | 1 | 0 | 0 | 1 | 0 | 6.0 | 1 | NaN | 0 | 1.0 | 11 | 1.0 | 1 | 0.0 | 1 | 2.0 | 99 | 0.316228 | 0.639683 | 0.368782 | 3.162278 | 2 | 1.0 | 3 | 1.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 1 | 0 | 0 | 0.6 | 0.1 | 0.617454 | 0 |
| 4 | 26 | 0.9 | 0.8 | 0.6 | 3 | 1 | 7 | 3 | 9 | 4 | 11 | 4 | 2 | 1 | 5 | 0 | 1 | 0 | 0 | 0 | 1 | 10.0 | 1 | NaN | 0 | 1.0 | 14 | 1.0 | 1 | 0.0 | 1 | 3.0 | 68 | 0.400000 | 0.780641 | 0.407431 | 2.828427 | 5 | 1.0 | 3 | 1.0 | 0.0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 | 0.9 | 0.7 | 0.901388 | 0 |
| 5 | 43 | 0.8 | 0.7 | 0.6 | 2 | 1 | 10 | 1 | 8 | 3 | 8 | 2 | 0 | 4 | 3 | 0 | 0 | 1 | 0 | 1 | 0 | 9.0 | 1 | 0.0 | 0 | 1.0 | 6 | 1.0 | 1 | 2.0 | 1 | 3.0 | 104 | 0.400000 | 0.983311 | 0.356090 | 3.605551 | 1 | 1.0 | 3 | 1.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 1 | 0 | 0 | 0.7 | 0.9 | 0.684197 | 0 |
| 6 | 58 | 0.2 | 0.6 | 0.1 | 1 | 3 | 8 | 2 | 9 | 1 | 10 | 9 | 1 | 3 | 9 | 0 | 1 | 1 | 0 | 0 | 0 | 11.0 | 1 | 1.0 | 0 | 0.0 | 11 | 1.0 | 0 | 2.0 | 1 | 2.0 | 104 | 0.316228 | 0.876295 | 0.320780 | 3.605551 | 5 | 1.0 | 6 | 0.0 | 1.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 0 | 0 | 0.9 | 0.5 | 0.810864 | 0 |
| 7 | 61 | 0.4 | 0.3 | 0.3 | 3 | 1 | 8 | 3 | 11 | 2 | 11 | 3 | 1 | 6 | 5 | 0 | 0 | 0 | 1 | 0 | 0 | 7.0 | 1 | NaN | 0 | NaN | 0 | 1.0 | 1 | 2.0 | 1 | 3.0 | 43 | 0.400000 | 0.668228 | 0.366333 | 2.828427 | 5 | 1.0 | 8 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 1 | 0 | 0 | 0.3 | 0.3 | NaN | 0 |
| 8 | 79 | 0.9 | 0.5 | 0.2 | 4 | 2 | 7 | 2 | 10 | 0 | 10 | 4 | 2 | 4 | 3 | 0 | 1 | 1 | 1 | 0 | 1 | 10.0 | 1 | NaN | 0 | 1.0 | 15 | 1.0 | 0 | 0.0 | 1 | 2.0 | 5 | 0.447214 | 1.314595 | 0.400000 | 3.741657 | 0 | 1.0 | 4 | 1.0 | 0.0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 1 | 0 | 0 | 0.6 | 0.2 | 0.666146 | 0 |
| 9 | 95 | 0.7 | 0.3 | 0.6 | 3 | 1 | 7 | 3 | 7 | 2 | 12 | 2 | 1 | 3 | 11 | 1 | 0 | 1 | 0 | 0 | 1 | 6.0 | 1 | NaN | 0 | 0.0 | 6 | 1.0 | 1 | 0.0 | 1 | 1.0 | 26 | 0.374166 | 0.601410 | 0.390768 | 2.828427 | 0 | 1.0 | 8 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 0.5 | 0.3 | 0.653357 | 0 |
Last rows
| id | ps_calc_01 | ps_calc_02 | ps_calc_03 | ps_calc_04 | ps_calc_05 | ps_calc_06 | ps_calc_07 | ps_calc_08 | ps_calc_09 | ps_calc_10 | ps_calc_11 | ps_calc_12 | ps_calc_13 | ps_calc_14 | ps_calc_15_bin | ps_calc_16_bin | ps_calc_17_bin | ps_calc_18_bin | ps_calc_19_bin | ps_calc_20_bin | ps_car_01_cat | ps_car_02_cat | ps_car_03_cat | ps_car_04_cat | ps_car_05_cat | ps_car_06_cat | ps_car_07_cat | ps_car_08_cat | ps_car_09_cat | ps_car_10_cat | ps_car_11 | ps_car_11_cat | ps_car_12 | ps_car_13 | ps_car_14 | ps_car_15 | ps_ind_01 | ps_ind_02_cat | ps_ind_03 | ps_ind_04_cat | ps_ind_05_cat | ps_ind_06_bin | ps_ind_07_bin | ps_ind_08_bin | ps_ind_09_bin | ps_ind_10_bin | ps_ind_11_bin | ps_ind_12_bin | ps_ind_13_bin | ps_ind_14 | ps_ind_15 | ps_ind_16_bin | ps_ind_17_bin | ps_ind_18_bin | ps_reg_01 | ps_reg_02 | ps_reg_03 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178554 | 1487973 | 0.7 | 0.5 | 0.9 | 3 | 1 | 7 | 6 | 9 | 2 | 8 | 5 | 1 | 5 | 5 | 0 | 1 | 1 | 0 | 1 | 1 | 7.0 | 1 | NaN | 0 | NaN | 14 | 1.0 | 0 | 2.0 | 1 | 3.0 | 82 | 0.316228 | 0.791875 | NaN | 3.741657 | 0 | 1.0 | 1 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 1 | 0 | 0 | 0.7 | 0.4 | 0.649519 | 0 |
| 178555 | 1487975 | 0.5 | 0.8 | 0.0 | 2 | 3 | 7 | 2 | 11 | 1 | 11 | 6 | 1 | 3 | 5 | 0 | 1 | 0 | 1 | 0 | 0 | 11.0 | 0 | 0.0 | 0 | 0.0 | 11 | NaN | 0 | 2.0 | 1 | 3.0 | 104 | 0.400000 | 1.079888 | 0.339116 | 3.741657 | 0 | 2.0 | 0 | 0.0 | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 | 0.0 | 0.0 | 1.362213 | 0 |
| 178556 | 1487976 | 0.3 | 0.4 | 0.1 | 1 | 2 | 4 | 4 | 10 | 6 | 7 | 6 | 1 | 4 | 12 | 0 | 1 | 1 | 0 | 0 | 0 | 7.0 | 1 | 0.0 | 0 | 0.0 | 11 | 1.0 | 1 | 2.0 | 1 | 2.0 | 57 | 0.374166 | 0.711955 | 0.328634 | 3.162278 | 0 | 1.0 | 7 | 1.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 0 | 0 | 0 | 0.1 | 0.1 | NaN | 0 |
| 178557 | 1487988 | 0.0 | 0.7 | 0.5 | 1 | 3 | 9 | 2 | 10 | 2 | 7 | 4 | 1 | 3 | 6 | 0 | 0 | 1 | 1 | 1 | 0 | 11.0 | 1 | NaN | 1 | NaN | 3 | 1.0 | 1 | 2.0 | 1 | 2.0 | 102 | 0.400000 | 0.901938 | NaN | 3.605551 | 1 | 1.0 | 7 | 1.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 0 | 0.4 | 0.8 | 1.332291 | 0 |
| 178558 | 1487994 | 0.1 | 0.1 | 0.7 | 1 | 4 | 8 | 2 | 8 | 1 | 5 | 2 | 3 | 3 | 12 | 0 | 0 | 1 | 0 | 0 | 0 | 7.0 | 1 | NaN | 0 | NaN | 14 | 1.0 | 1 | 2.0 | 1 | 3.0 | 49 | 0.400000 | 0.787925 | 0.368511 | 3.605551 | 1 | 1.0 | 1 | 0.0 | 3.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0.4 | 0.0 | 0.392110 | 0 |
| 178559 | 1488005 | 0.8 | 0.6 | 0.2 | 4 | 1 | 7 | 2 | 10 | 1 | 11 | 5 | 2 | 1 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 7.0 | 1 | 1.0 | 0 | 0.0 | 14 | 1.0 | 0 | 2.0 | 1 | 3.0 | 72 | 0.400000 | 1.135400 | 0.350428 | 3.741657 | 3 | 2.0 | 3 | 1.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 1 | 0 | 0.9 | 1.4 | 1.939233 | 0 |
| 178560 | 1488009 | 0.8 | 0.2 | 0.5 | 4 | 1 | 9 | 4 | 8 | 3 | 12 | 7 | 1 | 2 | 6 | 1 | 0 | 1 | 0 | 0 | 0 | 5.0 | 1 | 0.0 | 0 | 1.0 | 6 | 1.0 | 1 | 2.0 | 1 | 3.0 | 26 | 0.374166 | 0.603399 | 0.320468 | 2.645751 | 0 | 3.0 | 6 | 1.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 1 | 0 | 0 | 0.4 | 0.5 | 0.904848 | 0 |
| 178561 | 1488011 | 0.1 | 0.8 | 0.8 | 3 | 2 | 8 | 3 | 10 | 2 | 11 | 8 | 0 | 1 | 7 | 0 | 1 | 1 | 0 | 0 | 0 | 7.0 | 1 | NaN | 8 | NaN | 13 | 1.0 | 1 | 2.0 | 1 | 3.0 | 20 | 0.447214 | 0.903506 | 0.429535 | 3.000000 | 0 | 1.0 | 2 | 0.0 | 0.0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 0.9 | 0.2 | 0.653835 | 0 |
| 178562 | 1488017 | 0.4 | 0.0 | 0.3 | 3 | 2 | 7 | 4 | 8 | 0 | 10 | 3 | 2 | 2 | 6 | 0 | 0 | 1 | 0 | 0 | 0 | 7.0 | 1 | NaN | 0 | NaN | 1 | 1.0 | 1 | 2.0 | 1 | 3.0 | 31 | 0.397492 | 0.596373 | 0.398748 | 1.732051 | 1 | 1.0 | 10 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 1 | 0 | 0 | 0.9 | 0.2 | 0.659071 | 0 |
| 178563 | 1488021 | 0.0 | 0.7 | 0.0 | 4 | 0 | 9 | 4 | 9 | 2 | 11 | 4 | 1 | 4 | 2 | 0 | 1 | 1 | 1 | 0 | 0 | 11.0 | 1 | NaN | 0 | NaN | 11 | 1.0 | 1 | 2.0 | 1 | 3.0 | 101 | 0.374166 | 0.764434 | 0.384968 | 3.162278 | 5 | 2.0 | 3 | 1.0 | 0.0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 1 | 0 | 0 | 0.9 | 0.4 | 0.698212 | 0 |